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人工智能学习资料超全整理,包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题
搜索、推荐、广告、用增等工业界实践文章收集(来源:知乎、Datafuntalk、技术公众号)
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
FAQ-based Question Answering System
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Atentive Group Recommendation
A complete list of papers on anomaly detection.
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
中文整理的强化学习资料(Reinforcement Learning)
Recommender System Papers
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020
library to read/write .npy and .npz files in C/C++
一份中文综述文章列表(自然语言处理&机器学习)
A collection of resources for Recommender Systems (RecSys)
从零编写游戏引擎教程 Writing a game engine tutorial from scratch
CTR prediction model based on spark(LR, GBDT, DNN)
Neural Vector Space Models
深度学习在推荐系统中的应用及论文小结。
TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation
Deep Matching, Correlation and Prediction (DeepMCP) Model
Implementation of Deep Learning based Recommender Algorithms with Tensorflow.
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
【深度强化学习社区】一个资料与学习内容最全的服务平台
Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).
Community Detection and Compression Analytic for Big Graph Data
TensorFlow documentation
FitNets: Hints for Thin Deep Nets
A configurable, tunable, and reproducible library for CTR prediction
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.